![6 More Evaluation Metrics Data Scientists Should Be Familiar with — Lessons from A High-rank Kagglers' New Book | by Moto DEI | Towards Data Science 6 More Evaluation Metrics Data Scientists Should Be Familiar with — Lessons from A High-rank Kagglers' New Book | by Moto DEI | Towards Data Science](https://miro.medium.com/max/1400/1*n3Y1Vl2LzL4_j17E2HitJA.png)
6 More Evaluation Metrics Data Scientists Should Be Familiar with — Lessons from A High-rank Kagglers' New Book | by Moto DEI | Towards Data Science
![How to Calculate Precision, Recall, F1, and More for Deep Learning Models - MachineLearningMastery.com How to Calculate Precision, Recall, F1, and More for Deep Learning Models - MachineLearningMastery.com](https://machinelearningmastery.com/wp-content/uploads/2019/01/Line-Plot-Showing-Learning-Curves-of-Loss-and-Accuracy-of-the-MLP-on-the-Two-Circles-Problem-During-Training.png)
How to Calculate Precision, Recall, F1, and More for Deep Learning Models - MachineLearningMastery.com
![The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text](https://media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs12864-019-6413-7/MediaObjects/12864_2019_6413_Fig2_HTML.png)
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
![The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation | BioData Mining | Full Text The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation | BioData Mining | Full Text](https://media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs13040-021-00244-z/MediaObjects/13040_2021_244_Fig1_HTML.png)
The Matthews correlation coefficient (MCC) is more reliable than balanced accuracy, bookmaker informedness, and markedness in two-class confusion matrix evaluation | BioData Mining | Full Text
![Comparison of the average performance values such as balanced accuracy... | Download High-Quality Scientific Diagram Comparison of the average performance values such as balanced accuracy... | Download High-Quality Scientific Diagram](https://www.researchgate.net/profile/Bayu-Adhi-Tama/publication/356840885/figure/fig4/AS:1098738449821699@1638971068756/Comparison-of-the-average-performance-values-such-as-balanced-accuracy-a-kappa-b_Q640.jpg)